Token Waste Calculator.
Enter your current monthly LLM / API spend to see an estimated recoverable range, based on typical routing and mapping recovery. Every figure here is illustrative.
What is the Token Waste Calculator?
Never train · no rip-and-replace · you own the blueprint and the custom MCP rails
Diagnostic Sprint — $7,500 standard / $10,000 regulated, 100% creditable toward your GW Slate™ build → GW Slate™ Department from $25,000 → Sovereign Enterprise, custom.
Size the bleed before you scale the model.
An illustrative estimate to size the opportunity — figures vary by stack and workload.
Estimate / illustrative
$25,000/mo · estimate / illustrative
Range $5,000–$100,000+/mo · estimate / illustrative
$7,500–$12,500/mo
30–50% band · estimate / illustrative
$90,000–$150,000/yr
×12 · estimate / illustrative
Typical payback of the $7,500 Sprint in month 1.Estimate / illustrative
Teams often recover 30–50% by routing simple tasks to local models. Figures here reflect what teams typically recover and stay illustrative — your actual result depends on your stack and workload. Every figure on this page is an estimate / illustrative.
Your recoverable token spend can more than cover the Sprint.
Frequently asked questions
01What is the Token Waste Calculator?
The Token Waste Calculator is an estimate / illustrative tool: enter current monthly LLM or API spend and see a typical 30–50% recovery band from right-model routing after a Manta Graph™ map. Figures are illustrative estimates. The Analog-to-Digital Sprint is $7,500 standard / $10,000 regulated, 100% creditable toward a GW Slate™ build.
02Are these savings guaranteed?
Every figure is labeled estimate / illustrative. The 30–50% band is what teams typically recover by routing simple tasks to local models after mapping. A Manta Graph™ Sprint validates whether the estimate maps onto your estate.
03What do I get for the $7,500 Diagnostic Sprint?
For $7,500 you receive: (1) a full-stack Macro Audit of every place AI bleeds tokens, leaks data, or bottlenecks, rendered as an interactive animated relational topology; (2) a live, deployed micro-controller on your single highest-value workflow, emitting real Actuality Receipts; (3) the executable 3-tier blueprint — Visual Topology, Executable Schema, Compute & Token Economics — that you own outright; (4) 100% of the fee credited toward a GW Slate™ build; (5) no lock-in — you keep the blueprint and the custom MCP rails. Three to five workflows belong on the Department tier from $25,000.
04How does the Sprint pay for itself?
The recoverable token spend the Macro Audit surfaces routinely exceeds the $7,500 fee inside the first month, so the Sprint pays for itself before a Department build begins. 100% of the fee also credits toward your GW Slate™ deployment if you build the controller with us.
05What does the Diagnostic Sprint cost?
$7,500 standard and $10,000 regulated, invoiced 100% upfront as a fully creditable retainer toward your GW Slate™ build. Flexible terms available for qualified engagements.
06Do you train models on our data?
GlobalizeWe never trains models on customer data. The Sprint ingests only anonymized system logs, API metadata, and schemas. Deployments run Hybrid by default, or on-prem or air-gapped by choice; your data stays yours.
Your recoverable token spend can more than cover the Sprint.
Book the $7,500 Analog-to-Digital Sprint — 100% creditable toward GW Slate™.